![]() ![]() There are 4 difficulties for the games: -Easy: 100 coins -Medium: 150 coins -Hard: 200 coins -Expert: 300 coins -150 Bonus coins for completing all 3 daily challenges In terms of games, there are only 3 variants for the daily challenges: -Jigsaw Jammer -Bug Catcher -Lock Breaker The only game that should be real stressful is Jigsaw Jammer. For Gold, you will need 12,000 coins in a month for 8 months (this value has changed in Taptiles previously, but they have been holding at 12,000 for a while now). ![]() Therefore, further improvements on P3 could have a significant impact on many program synthesis areas.Just like Minesweeper and Taptiles before it, this Microsoft game has daily challenge achievements. In a small user study, we find a positive correlation between puzzle-solving performance and coding experience, and between the puzzle difficulty for humans and AI solvers. Codex performs best, solving up to 18% of 397 test problems with a single try and 80% of the problems with 1,000 tries per problem. We develop baseline enumerative program synthesis, GPT-3 and Codex solvers that are capable of solving puzzles-even without access to any reference solutions-by learning from their own past solutions. The dataset is comprehensive in that it spans problems of a range of difficulties and domains, ranging from trivial string manipulation problems, to classic programming puzzles (e.g., Tower of Hanoi), to interview/competitive-programming problems (e.g., dynamic programming), to longstanding open problems in algorithms and mathematics (e.g., factoring). ![]() They do not require an answer key or input/output examples, nor do they depend on natural language understanding. The puzzles are objective in that each one is specified entirely by the source code of its verifier $f$, so evaluating $f$ is all that is needed to test a candidate solution. Each puzzle is defined by a short Python program $f$, and the goal is to find an input which makes $f$ return True. Abstract: We introduce a new type of programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis, and release an open-source dataset of Python Programming Puzzles (P3). ![]()
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